Monte Carlo on manifolds: sampling densities and integrating functions

Emilio Zappa, Miranda Holmes-Cerfon, Jonathan Goodman

We describe and analyze some Monte Carlo methods for manifolds in Euclidean space defined by equality and inequality constraints. First, we give an MCMC sampler for probability dis…